Matches in SemOpenAlex for { <https://semopenalex.org/work/W2977776793> ?p ?o ?g. }
Showing items 1 to 93 of
93
with 100 items per page.
- W2977776793 endingPage "223" @default.
- W2977776793 startingPage "213" @default.
- W2977776793 abstract "Diabetic retinopathy is diabetic eye disease or a sight threatening complication (one of the major cause of blindness) for the person suffering from diabetes which causes progressive loss to the retina, in which retina of the eye is affected because the capillaries of the retina are damaged. Diabetic Retinopathy is unpredictable at early stage, it is only predictable in advanced stage when diabetic patient suffers from loss of vision due to leakage of lipid, blood vessels bursts and there is formation of new fragile blood vessels which blocks the blood supply to retina. Diabetic Retinopathy include Microaneurysm, hemorrhage and exudates. However, early detection and treatment is most important that can reduce the chances of occurrences of blindness about 95%. To analyze Microaneurysm and hemorrhage as early stages of DR is a challenging task for Ophthalmologists to prevent vision loss. Automatic analysis of Diabetic Retinopathy helps in preventing vision loss. Our proposed method is based on automatic detection of hemorrhage using colorful fundus images. In proposed work we have used supervised learning to classify the data as hemorrhage and without hemorrhage with SVM classifier. To find hemorrhage and its severity, we have extracted statistical features (including standard deviation, energy, entropy and contrast of an image), used classification approach and then segmentation methods. After feature detection, Morphological Operations are applied to detect blood vessels and hemorrhage detection with help of segmentation technique. Here the threshold optimization, Grey Wolf Optimization (GWO) techniques are used in our proposed work for getting maximum accuracy, sensitivity and specificity performance metrics." @default.
- W2977776793 created "2019-10-10" @default.
- W2977776793 creator A5023262860 @default.
- W2977776793 creator A5051166254 @default.
- W2977776793 creator A5067748310 @default.
- W2977776793 date "2019-10-02" @default.
- W2977776793 modified "2023-09-28" @default.
- W2977776793 title "Automatic Diagnosis of Diabetic Retinopathy Using Morphological Operations" @default.
- W2977776793 cites W1502349682 @default.
- W2977776793 cites W2095479291 @default.
- W2977776793 cites W2141470244 @default.
- W2977776793 cites W2168836018 @default.
- W2977776793 cites W2301001905 @default.
- W2977776793 cites W2341742942 @default.
- W2977776793 cites W2561703362 @default.
- W2977776793 cites W2621120845 @default.
- W2977776793 cites W2621218712 @default.
- W2977776793 cites W2799958224 @default.
- W2977776793 cites W2914467864 @default.
- W2977776793 cites W2187149654 @default.
- W2977776793 hasPublicationYear "2019" @default.
- W2977776793 type Work @default.
- W2977776793 sameAs 2977776793 @default.
- W2977776793 citedByCount "0" @default.
- W2977776793 crossrefType "journal-article" @default.
- W2977776793 hasAuthorship W2977776793A5023262860 @default.
- W2977776793 hasAuthorship W2977776793A5051166254 @default.
- W2977776793 hasAuthorship W2977776793A5067748310 @default.
- W2977776793 hasConcept C118487528 @default.
- W2977776793 hasConcept C119767625 @default.
- W2977776793 hasConcept C120665830 @default.
- W2977776793 hasConcept C121332964 @default.
- W2977776793 hasConcept C134018914 @default.
- W2977776793 hasConcept C153180895 @default.
- W2977776793 hasConcept C154945302 @default.
- W2977776793 hasConcept C2776391266 @default.
- W2977776793 hasConcept C2776689232 @default.
- W2977776793 hasConcept C2777093970 @default.
- W2977776793 hasConcept C2778313320 @default.
- W2977776793 hasConcept C2779829184 @default.
- W2977776793 hasConcept C2780929884 @default.
- W2977776793 hasConcept C41008148 @default.
- W2977776793 hasConcept C555293320 @default.
- W2977776793 hasConcept C71924100 @default.
- W2977776793 hasConcept C89600930 @default.
- W2977776793 hasConceptScore W2977776793C118487528 @default.
- W2977776793 hasConceptScore W2977776793C119767625 @default.
- W2977776793 hasConceptScore W2977776793C120665830 @default.
- W2977776793 hasConceptScore W2977776793C121332964 @default.
- W2977776793 hasConceptScore W2977776793C134018914 @default.
- W2977776793 hasConceptScore W2977776793C153180895 @default.
- W2977776793 hasConceptScore W2977776793C154945302 @default.
- W2977776793 hasConceptScore W2977776793C2776391266 @default.
- W2977776793 hasConceptScore W2977776793C2776689232 @default.
- W2977776793 hasConceptScore W2977776793C2777093970 @default.
- W2977776793 hasConceptScore W2977776793C2778313320 @default.
- W2977776793 hasConceptScore W2977776793C2779829184 @default.
- W2977776793 hasConceptScore W2977776793C2780929884 @default.
- W2977776793 hasConceptScore W2977776793C41008148 @default.
- W2977776793 hasConceptScore W2977776793C555293320 @default.
- W2977776793 hasConceptScore W2977776793C71924100 @default.
- W2977776793 hasConceptScore W2977776793C89600930 @default.
- W2977776793 hasIssue "3" @default.
- W2977776793 hasLocation W29777767931 @default.
- W2977776793 hasOpenAccess W2977776793 @default.
- W2977776793 hasPrimaryLocation W29777767931 @default.
- W2977776793 hasRelatedWork W2081716693 @default.
- W2977776793 hasRelatedWork W2107518848 @default.
- W2977776793 hasRelatedWork W2130196478 @default.
- W2977776793 hasRelatedWork W2184162017 @default.
- W2977776793 hasRelatedWork W2186451643 @default.
- W2977776793 hasRelatedWork W2342975184 @default.
- W2977776793 hasRelatedWork W2590573735 @default.
- W2977776793 hasRelatedWork W2611207491 @default.
- W2977776793 hasRelatedWork W2765921511 @default.
- W2977776793 hasRelatedWork W2904255471 @default.
- W2977776793 hasRelatedWork W2938767332 @default.
- W2977776793 hasRelatedWork W2959711826 @default.
- W2977776793 hasRelatedWork W3001633195 @default.
- W2977776793 hasRelatedWork W3014353624 @default.
- W2977776793 hasRelatedWork W3037952455 @default.
- W2977776793 hasRelatedWork W3042579049 @default.
- W2977776793 hasRelatedWork W3110586584 @default.
- W2977776793 hasRelatedWork W3169327707 @default.
- W2977776793 hasRelatedWork W2189119083 @default.
- W2977776793 hasRelatedWork W2738948198 @default.
- W2977776793 hasVolume "48" @default.
- W2977776793 isParatext "false" @default.
- W2977776793 isRetracted "false" @default.
- W2977776793 magId "2977776793" @default.
- W2977776793 workType "article" @default.